NOMIS (external link) includes data about the labour market profile of an area. Data includes population, employment, unemployment, qualifications, earnings, benefit claimants and businesses. You can search by local authority area and interrogate the data sets including by age and gender. Results can be displayed as maps or an Excel spreadsheet.